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LLM Similarity Measurement on Noise Injection

100Similarity ScoreLogits
67.7676.1384.592.87Jul 3, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LogitsNoise Level (gamma)=gamma = 0.052026.07100
GhostSpecNoise Level (gamma)=gamma = 0.052026.07100
LogitsNoise Level (gamma)=gamma = 0.302026.07100
PCSNoise Level (gamma)=gamma = 0.052026.0799
REEFNoise Level (gamma)=gamma = 0.052026.0799
Spectral SignatureNoise Level (gamma)=gamma = 0.052026.0799
REEFNoise Level (gamma)=gamma = 0.302026.0799
Spectral SignatureNoise Level (gamma)=gamma = 0.302026.0798
GhostSpecNoise Level (gamma)=gamma = 0.302026.0797
LogitsNoise Level (gamma)=gamma = 1.002026.0797
Spectral SignatureNoise Level (gamma)=gamma = 1.002026.0797
PCSNoise Level (gamma)=gamma = 0.302026.0795
PCSNoise Level (gamma)=gamma = 1.002026.0770
GhostSpecNoise Level (gamma)=gamma = 1.002026.0770
REEFNoise Level (gamma)=gamma = 1.002026.0769